You can use IPEX-LLM to run any Huggingface Transformer models with INT4 optimizations on either servers or laptops. This directory contains example scripts to help you quickly get started using IPEX-LLM to run some popular open-source models in the community. Each model has its own dedicated folder, where you can find detailed instructions on how to install and run it.
To run the examples, we recommend using Intel® Xeon® processors (server), or >= 12th Gen Intel® Core™ processor (client).
For OS, IPEX-LLM supports Ubuntu 20.04 or later (glibc>=2.17), CentOS 7 or later (glibc>=2.17), and Windows 10/11.
For better performance, it is recommended to set environment variables on Linux with the help of IPEX-LLM:
pip install --pre --upgrade ipex-llm[all] --extra-index-url https://download.pytorch.org/whl/cpu
source ipex-llm-init